Géraldin Nanfack

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 13

Top Topics

Top Venues

Pattern Recognit.

Publications

Géraldin Nanfack, Michael Eickenberg, Eugene Belilovsky
From Feature Visualization to Visual Circuits: Effect of Adversarial Model Manipulation. CoRR (2024)
Géraldin Nanfack, Alexander Fulleringer, Jonathan Marty, Michael Eickenberg, Eugene Belilovsky
Adversarial Attacks on the Interpretation of Neuron Activation Maximization. AAAI (2024)
Géraldin Nanfack, Paul Temple, Benoît Frénay
Learning Customised Decision Trees for Domain-knowledge Constraints. Pattern Recognit. 142 (2023)
Hendrik Blockeel, Laurens Devos, Benoît Frénay, Géraldin Nanfack, Siegfried Nijssen
Decision trees: from efficient prediction to responsible AI. Frontiers Artif. Intell. 6 (2023)
Sédrick Stassin, Alexandre Englebert, Géraldin Nanfack, Julien Albert, Nassim Versbraegen, Gilles Peiffer, Miriam Doh, Nicolas Riche, Benoît Frénay, Christophe De Vleeschouwer
An Experimental Investigation into the Evaluation of Explainability Methods. CoRR (2023)
Alexandre Englebert, Sédrick Stassin, Géraldin Nanfack, Sidi Ahmed Mahmoudi, Xavier Siebert, Olivier Cornu, Christophe De Vleeschouwer
Explaining through Transformer Input Sampling. ICCV (Workshops) (2023)
Géraldin Nanfack, Alexander Fulleringer, Jonathan Marty, Michael Eickenberg, Eugene Belilovsky
Adversarial Attacks on the Interpretation of Neuron Activation Maximization. CoRR (2023)
Géraldin Nanfack, Paul Temple, Benoît Frénay
Constraint Enforcement on Decision Trees: A Survey. ACM Comput. Surv. 54 (10s) (2022)
Géraldin Nanfack, Paul Temple, Benoît Frénay
Global explanations with decision rules: a co-learning approach. UAI (2021)
Géraldin Nanfack, Valentin Delchevalerie, Benoît Frénay
Boundary-Based Fairness Constraints in Decision Trees and Random Forests. ESANN (2021)
Adrien Bibal, Viet Minh Vu, Géraldin Nanfack, Benoît Frénay
Explaining t-SNE Embeddings Locally by Adapting LIME. ESANN (2020)
Géraldin Nanfack, Azeddine Elhassouny, Rachid Oulad Haj Thami
Squeeze-SegNet: A new fast Deep Convolutional Neural Network for Semantic Segmentation. CoRR (2017)
Géraldin Nanfack, Azeddine Elhassouny, Rachid Oulad Haj Thami
Squeeze-SegNet: a new fast deep convolutional neural network for semantic segmentation. ICMV (2017)